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Reinforcement learning control of a flexible two-link manipulator: An experimental investigation
This article discusses the control design and experiment validation of a flexible two-link
manipulator (FTLM) system represented by ordinary differential equations (ODEs). A …
manipulator (FTLM) system represented by ordinary differential equations (ODEs). A …
Neural network-based adaptive asymptotic prescribed performance tracking control of hydraulic manipulators
Hydraulic manipulators are extremely complicated systems due to the highly nonlinear
characteristics, strong coupling among multiple joints, and heavy modeling uncertainties …
characteristics, strong coupling among multiple joints, and heavy modeling uncertainties …
Active disturbance rejection adaptive control of hydraulic servo systems
This paper presents an active disturbance rejection adaptive control scheme via full state
feedback for motion control of hydraulic servo systems subjected to both parametric …
feedback for motion control of hydraulic servo systems subjected to both parametric …
High-accuracy tracking control of hydraulic rotary actuators with modeling uncertainties
Structured and unstructured uncertainties are the main obstacles in the development of
advanced controllers for high-accuracy tracking control of hydraulic servo systems. For the …
advanced controllers for high-accuracy tracking control of hydraulic servo systems. For the …
Composite learning from adaptive dynamic surface control
In the conventional adaptive control, a stringent condition named persistent excitation (PE)
must be satisfied to guarantee parameter convergence. This technical note focuses on …
must be satisfied to guarantee parameter convergence. This technical note focuses on …
Saturated adaptive robust control for active suspension systems
This paper investigates the problem of vibration control in vehicle active suspension
systems, whose aim is to stabilize the attitude of the vehicle and improve ride comfort. In …
systems, whose aim is to stabilize the attitude of the vehicle and improve ride comfort. In …
-Synthesis-Based Adaptive Robust Control of Linear Motor Driven Stages With High-Frequency Dynamics: A Case Study
Existing control approaches for the precision motion control of linear motor driven systems
are mostly based on rigid-body dynamics of the system. Since all drive systems are …
are mostly based on rigid-body dynamics of the system. Since all drive systems are …
RISE-based adaptive control of hydraulic systems with asymptotic tracking
Parametric uncertainty associated with unmodeled disturbance always exist in physical
hydraulic systems, and complicate the advanced nonlinear controller design. In this paper …
hydraulic systems, and complicate the advanced nonlinear controller design. In this paper …
Neural network learning adaptive robust control of an industrial linear motor-driven stage with disturbance rejection ability
Z Wang, C Hu, Y Zhu, S He, K Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, a neural network learning adaptive robust controller (NNLARC) is synthesized
for an industrial linear motor stage to achieve good tracking performance and excellent …
for an industrial linear motor stage to achieve good tracking performance and excellent …
Adaptive tracking control of hydraulic systems with improved parameter convergence
K Guo, M Li, W Shi, Y Pan - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Most recent studies on adaptive hydraulic tracking control focus on the trajectory tracking
performance while the parameter convergence property is often unsatisfying. This article …
performance while the parameter convergence property is often unsatisfying. This article …